CMI KBNERR: Six repeat transects, one single transect, and one time series of CTD profiles in Cook Inlet

import intake
import ciofs_hindcast_report as chr
import hvplot.pandas  # noqa
import ocean_model_skill_assessor as omsa
import pandas as pd

CMI KBNERR: Six repeat transects, one single transect, and one time series of CTD profiles in Cook Inlet#

CTD profiles 2004-2006 - CMI KBNERR
ctd_profiles_cmi_kbnerr
From 2004 to 2006

Seasonality of Boundary Conditions for Cook Inlet, Alaska

During 2004 to 2006 we collected hydrographic measurements along transect lines crossing: 1) Kennedy Entrance and Stevenson Entrance from Port Chatham to Shuyak Island; 2) Shelikof Strait from Shuyak Island to Cape Douglas; 3) Cook Inlet from Red River to Anchor Point; 4) Kachemak Bay from Barbara Point to Bluff Point, and 5) the Forelands from East Foreland to West Foreland. During the third year we added two additional lines; 6) Cape Douglas to Cape Adams, and 7) Magnet Rock to Mount Augustine. The sampling in 2006 focused on the differences in properties during the spring and neap tide periods.

CTD profiles 2004-2005 - CMI UAF seems to be transect 5 of this project.

Note Line 4 has an incorrect latitude for station 65. This can be seen with the following if the correction is not made:

df = cat['cmi_full_v2-Cruise_16-Line_4'].read()
df.drop_duplicates(subset="Station")

because the longitude is fixed and the latitude increases linearly until station 65 and then repeats the latitude value of station 56. The values are the same for the line in all datasets, and in the report. Since the difference in latitude across line 4 is about 0.0167, I will apply that difference from station 64 and use the resulting latitude for line 4, station 65.

Part of the project: Seasonality of Boundary Conditions for Cook Inlet, Alaska Steve Okkonen Principal Investigator Co-principal Investigators: Scott Pegau Susan Saupe Final Report OCS Study MMS 2009-041 August 2009 Report: https://researchworkspace.com/file/39885971/2009_041.pdf

Used in the NWGOA model/data comparison.

cat = intake.open_catalog(chr.CAT_NAME("ctd_profiles_cmi_kbnerr"))

Map of CTD Profiles in Transects#

getattr(chr.src.plot_dataset_on_map, "ctd_profiles_cmi_kbnerr")("ctd_profiles_cmi_kbnerr")
    

../../../_images/0582fdbcbdb8325ebd32c38610e9fd4129cbea6b35b56e88c508d4f8926c9bfc.png

Kbay_timeseries#

Kbay_timeseries

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.5833	-151.75	2006-04-23T17:33:00.000000000	59.5833	-151.75	2006-04-22T17:06:00.000000000

cat['Kbay_timeseries'].plot.salt() + cat['Kbay_timeseries'].plot.temp()

Cruise_00#

cmi_full_v2-Cruise_00-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.4917	-151.65	2004-03-13T12:41:00.000000000	59.4917	-151.65	2004-03-13T12:41:00.000000000

cat['cmi_full_v2-Cruise_00-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_00-Line_3'].plot.temp()

cmi_full_v2-Cruise_00-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2004-03-13T12:27:00.000000000	59.5083	-151.65	2004-03-13T10:40:00.000000000

cat['cmi_full_v2-Cruise_00-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_00-Line_4'].plot.temp()

Cruise_01#

cmi_full_v2-Cruise_01-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2004-04-20T18:20:00.000000000	58.65	-152.333	2004-04-20T08:45:00.000000000

cat['cmi_full_v2-Cruise_01-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_01-Line_1'].plot.temp()

cmi_full_v2-Cruise_01-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6867	-152.633	2004-04-19T23:10:00.000000000	58.6133	-152.817	2004-04-19T20:37:00.000000000

cat['cmi_full_v2-Cruise_01-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_01-Line_2'].plot.temp()

cmi_full_v2-Cruise_01-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.9967	-151.65	2004-05-27T05:46:00.000000000	59.4917	-152.537	2004-04-18T21:36:00.000000000

cat['cmi_full_v2-Cruise_01-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_01-Line_3'].plot.temp()

cmi_full_v2-Cruise_01-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2004-05-27T08:04:00.000000000	59.5083	-151.65	2004-04-21T07:29:00.000000000

cat['cmi_full_v2-Cruise_01-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_01-Line_4'].plot.temp()

Cruise_02#

cmi_full_v2-Cruise_02-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2004-05-26T21:07:00.000000000	58.65	-152.333	2004-05-26T11:50:00.000000000

cat['cmi_full_v2-Cruise_02-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_02-Line_1'].plot.temp()

cmi_full_v2-Cruise_02-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6867	-152.633	2004-05-26T09:39:00.000000000	58.6133	-152.817	2004-05-26T07:18:00.000000000

cat['cmi_full_v2-Cruise_02-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_02-Line_2'].plot.temp()

cmi_full_v2-Cruise_02-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.9967	-151.65	2004-05-27T05:46:00.000000000	59.4917	-152.537	2004-05-25T11:41:00.000000000

cat['cmi_full_v2-Cruise_02-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_02-Line_3'].plot.temp()

cmi_full_v2-Cruise_02-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2004-05-27T08:04:00.000000000	59.5169	-151.65	2004-05-27T05:59:00.000000000

cat['cmi_full_v2-Cruise_02-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_02-Line_4'].plot.temp()

Cruise_03#

cmi_full_v2-Cruise_03-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2004-06-13T20:35:00.000000000	58.65	-152.333	2004-06-13T11:34:00.000000000

cat['cmi_full_v2-Cruise_03-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_03-Line_1'].plot.temp()

cmi_full_v2-Cruise_03-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6867	-152.633	2004-06-14T00:10:00.000000000	58.6133	-152.817	2004-06-13T22:11:00.000000000

cat['cmi_full_v2-Cruise_03-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_03-Line_2'].plot.temp()

cmi_full_v2-Cruise_03-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.9967	-151.65	2004-06-14T23:46:00.000000000	59.4917	-152.537	2004-06-14T13:39:00.000000000

cat['cmi_full_v2-Cruise_03-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_03-Line_3'].plot.temp()

cmi_full_v2-Cruise_03-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.6417	-151.65	2004-06-15T02:01:00.000000000	59.5083	-151.65	2004-06-14T23:59:00.000000000

cat['cmi_full_v2-Cruise_03-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_03-Line_4'].plot.temp()

Cruise_04#

cmi_full_v2-Cruise_04-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2004-07-18T11:34:00.000000000	58.735	-152.267	2004-07-18T11:34:00.000000000

cat['cmi_full_v2-Cruise_04-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_04-Line_1'].plot.temp()

cmi_full_v2-Cruise_04-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.665	-152.633	2004-07-18T22:46:00.000000000	58.6133	-152.767	2004-07-18T22:11:00.000000000

cat['cmi_full_v2-Cruise_04-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_04-Line_2'].plot.temp()

cmi_full_v2-Cruise_04-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.9567	-151.65	2004-07-18T23:46:00.000000000	59.4917	-152.422	2004-07-17T13:24:00.000000000

cat['cmi_full_v2-Cruise_04-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_04-Line_3'].plot.temp()

cmi_full_v2-Cruise_04-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2004-07-18T23:46:00.000000000	59.525	-151.65	2004-07-18T23:46:00.000000000

cat['cmi_full_v2-Cruise_04-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_04-Line_4'].plot.temp()

Cruise_05#

cmi_full_v2-Cruise_05-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2004-09-11T03:19:00.000000000	58.65	-152.333	2004-08-17T13:00:00.000000000

cat['cmi_full_v2-Cruise_05-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_05-Line_1'].plot.temp()

cmi_full_v2-Cruise_05-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6867	-152.633	2004-08-17T08:13:00.000000000	58.6133	-152.817	2004-08-17T06:26:00.000000000

cat['cmi_full_v2-Cruise_05-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_05-Line_2'].plot.temp()

cmi_full_v2-Cruise_05-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.9967	-151.65	2004-08-18T04:09:00.000000000	59.4917	-152.537	2004-08-16T10:22:00.000000000

cat['cmi_full_v2-Cruise_05-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_05-Line_3'].plot.temp()

cmi_full_v2-Cruise_05-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.6417	-151.65	2004-08-18T06:08:00.000000000	59.5083	-151.65	2004-08-18T04:21:00.000000000

cat['cmi_full_v2-Cruise_05-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_05-Line_4'].plot.temp()

Cruise_06#

cmi_full_v2-Cruise_06-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2004-09-08T09:39:00.000000000	58.65	-152.333	2004-09-07T23:19:00.000000000

cat['cmi_full_v2-Cruise_06-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_06-Line_1'].plot.temp()

cmi_full_v2-Cruise_06-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6867	-152.633	2004-09-08T16:41:00.000000000	58.6133	-152.817	2004-09-08T14:33:00.000000000

cat['cmi_full_v2-Cruise_06-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_06-Line_2'].plot.temp()

cmi_full_v2-Cruise_06-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.9967	-151.65	2004-09-09T20:24:00.000000000	59.4917	-152.537	2004-09-09T09:03:00.000000000

cat['cmi_full_v2-Cruise_06-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_06-Line_3'].plot.temp()

cmi_full_v2-Cruise_06-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.6417	-151.65	2004-09-09T20:03:00.000000000	59.5083	-151.65	2004-09-09T17:54:00.000000000

cat['cmi_full_v2-Cruise_06-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_06-Line_4'].plot.temp()

Cruise_07#

cmi_full_v2-Cruise_07-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2005-01-09T06:16:00.000000000	58.65	-152.333	2005-01-08T19:06:00.000000000

cat['cmi_full_v2-Cruise_07-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_07-Line_1'].plot.temp()

cmi_full_v2-Cruise_07-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6867	-152.633	2005-01-09T10:39:00.000000000	58.6133	-152.817	2005-01-09T08:10:00.000000000

cat['cmi_full_v2-Cruise_07-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_07-Line_2'].plot.temp()

cmi_full_v2-Cruise_07-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	60.0067	-151.883	2005-01-10T09:01:00.000000000	59.7717	-152.567	2005-01-10T03:07:00.000000000

cat['cmi_full_v2-Cruise_07-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_07-Line_3'].plot.temp()

cmi_full_v2-Cruise_07-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2005-01-10T14:03:00.000000000	59.4917	-151.65	2005-01-10T11:04:00.000000000

cat['cmi_full_v2-Cruise_07-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_07-Line_4'].plot.temp()

Cruise_08#

cmi_full_v2-Cruise_08-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2005-04-26T07:23:00.000000000	58.65	-152.333	2005-04-25T20:05:00.000000000

cat['cmi_full_v2-Cruise_08-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_08-Line_1'].plot.temp()

cmi_full_v2-Cruise_08-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6867	-152.633	2005-04-26T14:45:00.000000000	58.6133	-152.817	2005-04-26T12:43:00.000000000

cat['cmi_full_v2-Cruise_08-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_08-Line_2'].plot.temp()

cmi_full_v2-Cruise_08-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	60.0067	-151.883	2005-04-27T10:50:00.000000000	59.7717	-152.567	2005-04-27T04:33:00.000000000

cat['cmi_full_v2-Cruise_08-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_08-Line_3'].plot.temp()

cmi_full_v2-Cruise_08-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2005-04-25T17:42:00.000000000	59.4917	-151.65	2005-04-25T14:49:00.000000000

cat['cmi_full_v2-Cruise_08-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_08-Line_4'].plot.temp()

Cruise_09#

cmi_full_v2-Cruise_09-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2005-06-14T18:18:00.000000000	58.65	-152.333	2005-06-14T10:26:00.000000000

cat['cmi_full_v2-Cruise_09-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_09-Line_1'].plot.temp()

cmi_full_v2-Cruise_09-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6867	-152.633	2005-06-15T01:24:00.000000000	58.6133	-152.817	2005-06-14T23:37:00.000000000

cat['cmi_full_v2-Cruise_09-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_09-Line_2'].plot.temp()

cmi_full_v2-Cruise_09-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	60.0067	-151.883	2005-06-15T20:28:00.000000000	59.7717	-152.567	2005-06-15T15:55:00.000000000

cat['cmi_full_v2-Cruise_09-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_09-Line_3'].plot.temp()

cmi_full_v2-Cruise_09-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2005-06-16T20:48:00.000000000	59.4917	-151.65	2005-06-16T18:46:00.000000000

cat['cmi_full_v2-Cruise_09-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_09-Line_4'].plot.temp()

Cruise_10#

cmi_full_v2-Cruise_10-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2005-07-30T06:56:00.000000000	58.65	-152.333	2005-07-29T17:13:00.000000000

cat['cmi_full_v2-Cruise_10-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_10-Line_1'].plot.temp()

cmi_full_v2-Cruise_10-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6867	-152.633	2005-07-29T12:14:00.000000000	58.6133	-152.817	2005-07-29T10:43:00.000000000

cat['cmi_full_v2-Cruise_10-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_10-Line_2'].plot.temp()

cmi_full_v2-Cruise_10-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	60.0067	-151.883	2005-07-28T17:57:00.000000000	59.7717	-152.567	2005-07-28T11:09:00.000000000

cat['cmi_full_v2-Cruise_10-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_10-Line_3'].plot.temp()

cmi_full_v2-Cruise_10-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2005-07-30T18:02:00.000000000	59.4917	-151.65	2005-07-30T16:08:00.000000000

cat['cmi_full_v2-Cruise_10-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_10-Line_4'].plot.temp()

Cruise_11#

cmi_full_v2-Cruise_11-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2005-09-05T02:18:00.000000000	58.65	-152.333	2005-09-04T18:41:00.000000000

cat['cmi_full_v2-Cruise_11-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_11-Line_1'].plot.temp()

cmi_full_v2-Cruise_11-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6867	-152.633	2005-09-05T12:13:00.000000000	58.6133	-152.817	2005-09-05T10:42:00.000000000

cat['cmi_full_v2-Cruise_11-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_11-Line_2'].plot.temp()

cmi_full_v2-Cruise_11-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	60.0067	-151.883	2005-09-06T08:02:00.000000000	59.7717	-152.567	2005-09-06T02:46:00.000000000

cat['cmi_full_v2-Cruise_11-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_11-Line_3'].plot.temp()

cmi_full_v2-Cruise_11-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2005-09-06T11:29:00.000000000	59.4917	-151.65	2005-09-06T09:35:00.000000000

cat['cmi_full_v2-Cruise_11-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_11-Line_4'].plot.temp()

Cruise_12#

cmi_full_v2-Cruise_12-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2005-10-13T22:35:00.000000000	58.65	-152.333	2005-10-13T15:26:00.000000000

cat['cmi_full_v2-Cruise_12-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_12-Line_1'].plot.temp()

cmi_full_v2-Cruise_12-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6867	-152.633	2005-10-14T01:40:00.000000000	58.6133	-152.817	2005-10-14T00:06:00.000000000

cat['cmi_full_v2-Cruise_12-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_12-Line_2'].plot.temp()

cmi_full_v2-Cruise_12-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	60.0067	-151.883	2005-10-14T19:04:00.000000000	59.7717	-152.567	2005-10-14T14:47:00.000000000

cat['cmi_full_v2-Cruise_12-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_12-Line_3'].plot.temp()

cmi_full_v2-Cruise_12-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2005-10-14T22:50:00.000000000	59.4917	-151.65	2005-10-14T20:44:00.000000000

cat['cmi_full_v2-Cruise_12-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_12-Line_4'].plot.temp()

Cruise_13#

cmi_full_v2-Cruise_13-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2006-07-27T02:55:00.000000000	58.65	-152.333	2006-07-26T19:07:00.000000000

cat['cmi_full_v2-Cruise_13-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_13-Line_1'].plot.temp()

cmi_full_v2-Cruise_13-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	60.0067	-151.987	2006-07-26T03:26:00.000000000	59.81	-152.567	2006-07-26T00:02:00.000000000

cat['cmi_full_v2-Cruise_13-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_13-Line_3'].plot.temp()

cmi_full_v2-Cruise_13-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2006-07-28T14:32:00.000000000	59.4917	-151.65	2006-07-28T12:41:00.000000000

cat['cmi_full_v2-Cruise_13-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_13-Line_4'].plot.temp()

cmi_full_v2-Cruise_13-Line_6

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2117	-151.925	2006-07-28T02:39:00.000000000	58.865	-153.24	2006-07-27T16:41:00.000000000

cat['cmi_full_v2-Cruise_13-Line_6'].plot.salt() + cat['cmi_full_v2-Cruise_13-Line_6'].plot.temp()

cmi_full_v2-Cruise_13-Line_7

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.35	-152	2006-07-26T16:48:00.000000000	59.3083	-153.302	2006-07-26T09:08:00.000000000

cat['cmi_full_v2-Cruise_13-Line_7'].plot.salt() + cat['cmi_full_v2-Cruise_13-Line_7'].plot.temp()

Cruise_14#

cmi_full_v2-Cruise_14-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2006-08-06T10:16:00.000000000	58.65	-152.333	2006-08-06T03:41:00.000000000

cat['cmi_full_v2-Cruise_14-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_14-Line_1'].plot.temp()

cmi_full_v2-Cruise_14-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6867	-152.633	2006-08-06T19:17:00.000000000	58.6133	-152.817	2006-08-06T17:40:00.000000000

cat['cmi_full_v2-Cruise_14-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_14-Line_2'].plot.temp()

cmi_full_v2-Cruise_14-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	60.0067	-151.883	2006-08-05T14:02:00.000000000	59.7717	-152.567	2006-08-05T10:04:00.000000000

cat['cmi_full_v2-Cruise_14-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_14-Line_3'].plot.temp()

cmi_full_v2-Cruise_14-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2006-08-07T14:57:00.000000000	59.4917	-151.65	2006-08-07T13:11:00.000000000

cat['cmi_full_v2-Cruise_14-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_14-Line_4'].plot.temp()

cmi_full_v2-Cruise_14-Line_6

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2117	-151.925	2006-08-07T08:22:00.000000000	58.865	-153.24	2006-08-06T23:14:00.000000000

cat['cmi_full_v2-Cruise_14-Line_6'].plot.salt() + cat['cmi_full_v2-Cruise_14-Line_6'].plot.temp()

cmi_full_v2-Cruise_14-Line_7

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.355	-152	2006-08-06T02:06:00.000000000	59.3083	-153.302	2006-08-05T19:22:00.000000000

cat['cmi_full_v2-Cruise_14-Line_7'].plot.salt() + cat['cmi_full_v2-Cruise_14-Line_7'].plot.temp()

Cruise_15#

cmi_full_v2-Cruise_15-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2006-08-13T02:41:00.000000000	58.65	-152.333	2006-08-12T19:38:00.000000000

cat['cmi_full_v2-Cruise_15-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_15-Line_1'].plot.temp()

cmi_full_v2-Cruise_15-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	60.0067	-151.883	2006-08-12T04:36:00.000000000	59.7717	-152.567	2006-08-12T00:23:00.000000000

cat['cmi_full_v2-Cruise_15-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_15-Line_3'].plot.temp()

cmi_full_v2-Cruise_15-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2006-08-14T13:27:00.000000000	59.4917	-151.65	2006-08-14T11:46:00.000000000

cat['cmi_full_v2-Cruise_15-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_15-Line_4'].plot.temp()

cmi_full_v2-Cruise_15-Line_6

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2117	-151.925	2006-08-14T03:21:00.000000000	58.865	-153.24	2006-08-13T17:40:00.000000000

cat['cmi_full_v2-Cruise_15-Line_6'].plot.salt() + cat['cmi_full_v2-Cruise_15-Line_6'].plot.temp()

cmi_full_v2-Cruise_15-Line_7

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.355	-152	2006-08-12T17:34:00.000000000	59.3083	-153.302	2006-08-12T10:17:00.000000000

cat['cmi_full_v2-Cruise_15-Line_7'].plot.salt() + cat['cmi_full_v2-Cruise_15-Line_7'].plot.temp()

Cruise_16#

cmi_full_v2-Cruise_16-Line_1

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2033	-151.875	2006-09-12T13:16:00.000000000	58.65	-152.333	2006-09-12T06:48:00.000000000

cat['cmi_full_v2-Cruise_16-Line_1'].plot.salt() + cat['cmi_full_v2-Cruise_16-Line_1'].plot.temp()

cmi_full_v2-Cruise_16-Line_2

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6867	-152.633	2006-09-13T01:43:00.000000000	58.6133	-152.817	2006-09-13T00:12:00.000000000

cat['cmi_full_v2-Cruise_16-Line_2'].plot.salt() + cat['cmi_full_v2-Cruise_16-Line_2'].plot.temp()

cmi_full_v2-Cruise_16-Line_3

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	60.0067	-151.883	2006-09-11T16:22:00.000000000	59.7717	-152.567	2006-09-11T12:16:00.000000000

cat['cmi_full_v2-Cruise_16-Line_3'].plot.salt() + cat['cmi_full_v2-Cruise_16-Line_3'].plot.temp()

cmi_full_v2-Cruise_16-Line_4

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.625	-151.65	2006-09-13T19:04:00.000000000	59.4917	-151.65	2006-09-13T17:18:00.000000000

cat['cmi_full_v2-Cruise_16-Line_4'].plot.salt() + cat['cmi_full_v2-Cruise_16-Line_4'].plot.temp()

cmi_full_v2-Cruise_16-Line_6

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.2117	-151.925	2006-09-13T15:03:00.000000000	58.865	-153.24	2006-09-13T06:13:00.000000000

cat['cmi_full_v2-Cruise_16-Line_6'].plot.salt() + cat['cmi_full_v2-Cruise_16-Line_6'].plot.temp()

cmi_full_v2-Cruise_16-Line_7

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	59.355	-152	2006-09-12T05:27:00.000000000	59.3083	-153.302	2006-09-11T22:06:00.000000000

cat['cmi_full_v2-Cruise_16-Line_7'].plot.salt() + cat['cmi_full_v2-Cruise_16-Line_7'].plot.temp()

sue_shelikof#

sue_shelikof

	featuretype	maptype	maxLatitude	maxLongitude	maxTime	minLatitude	minLongitude	minTime
0	trajectoryProfile	point	58.6133	-152.633	2006-09-12T22:04:00.000000000	58.3505	-152.898	2006-09-12T19:41:00.000000000

cat['sue_shelikof'].plot.salt() + cat['sue_shelikof'].plot.temp()